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Phase transitions for the noisy transformer model in arbitrary dimension

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arXiv:2606. 05140v1 Announce Type: cross Abstract: We study the McKean--Vlasov free energy on the unit sphere associated with the unnormalized self-attention (USA) model for noisy transformer dynamics.

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Authors: Kyunghoo Mun, Matthew Rosenzweig
Released: 2026-06-04 (2mo ago)
Topic: Related to current project
Relation to my work: Read next because Phase transitions for the noisy transformer model in arbitrary dimension overlaps with experiment "Language-mismatch LoRA SFT on Qwen2.5-7B leaks the trained completion language into bystander directives the model was never trained on, absent under same-language SFT (LOW confidence)". Matching terms: model. Source: arxiv stat.ML (Machine Learning).
arXiv: 2606.05140

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